Zheye Deng
Papers
2
Total Citations
8
H-Index
2
About
Zheye Deng is at the forefront of a transformative movement in artificial intelligence, investigating how Large Language Models (LLMs) are reshaping the very fabric of scientific inquiry. His work focuses on the critical transition from narrow task automation to genuine research autonomy, exploring how LLMs can evolve into independent agents capable of driving discovery. In his landmark survey, “From Automation to Autonomy,” Deng systematically charts this emerging field, providing a foundational framework for understanding how AI is redefining human-AI collaboration in research. This influential work has already garnered early recognition, accumulating 8 citations since its 2025 publication. By mapping the trajectory from automated tools to autonomous scientific partners, Deng’s research offers a vital roadmap for the future of discovery, addressing both the immense potential and the profound challenges of integrating LLMs into the scientific process. His contributions are essential reading for anyone seeking to understand how AI will accelerate and transform the way knowledge is created.
Research Focus
Key Achievements
Top Papers
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